Beyond the Model: The Unlikely Architecture of the AI Winners
If you are looking for a singular champion of the artificial intelligence boom—a single company that will stand atop the mountain, holding the crown of "Winner of AI"—you are asking the wrong question.
The obsession with declaring a definitive winner in the AI space usually centers on the frontier model layer. Pundits endlessly debate whether OpenAI, Anthropic, or Google DeepMind will claim the ultimate throne. But to understand where this technology is actually heading, we have to think outside the box. We have to recognize that AI is not a single product; it is a sprawling, deeply intertwined execution stack.
And right now, the most consequential battles for dominance aren’t happening at the model layer. They are happening in the plumbing.
In fact, the model layer may be the least stable, most ephemeral part of the entire ecosystem. The real winners—the durable, foundational technologies that will shape the next decade—are...
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